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Rahmat Hidayat

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Author-ID : 281620

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Title

Fast Clustering Environment Impact using Multi Soft Set Based on Multivariate Distribution Yanto, Iwan Tri Riyadi; Apriani, Ani; Hidayat, Rahmat; Mat Deris, Mustafa; Senan, Norhalina
JOIV : International Journal on Informatics Visualization Vol 5, No 3 (2021)
Publisher : Society of Visual Informatics

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30630/joiv.5.3.628

Every development activity is always related to human or community aspects. This can also lead to changes in the characteristics of the community. The community's increasing awareness and critical attitude need to be accommodated to avoid the emergence of social conflicts in the future. This research is to find out how the public perception about the impact of development on the environment. Two methods are used, i.e., MDA (Maximum Dependency Attribute) and MSMD (the Multi soft set multivariate distribution function). The MDA is to determine the most influential attribute and the Multi soft set multivariate distribution function (MSMD) is to group the selected data into classes with similar characteristics. This will help the police producer plan the right mediation and take quick activity to make strides in the quality of the social environment. The experiment conducted level of impact based on the clustering results with the greatest number of member clusters is cluster 1 (very low impact) with 32.25 % of total data following cluster 5 (Very High impact) with 24.25 % of total data. The experiment obtains the level of impact based on the clustering results. The greatest number of member clusters is cluster 1 (extremely low impact) with 32.25 % of total data following cluster 5 (Very High impact) with 24.25 % of total data. The scatter area impact is spread at districts 6, 7, 10, 11, the most of very high impact and districts 1,2,3,4,5,8 the lowest impact.Â

Assessing Financial Sustainability of Community Network Project through e3value Modelling and Simulation WaiShiang, Cheah; XingZi, Chong; bin Khairuddin, Muhammad Asyraf; binti Jali, Nurfauza; Hidayat, Rahmat
JOIV : International Journal on Informatics Visualization Vol 4, No 4 (2020)
Publisher : Society of Visual Informatics

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30630/joiv.4.4.508

Many efforts had been done to make ICTs available in rural area to increase their incomes and productivities. For example, a community ecommerce is introduced to promote community handicraft and income generation; other projects like deploying VSAT to improve the internet connectivity at rural area. Although the project is developed, it is facing a challenge like how to sustain the ICT4D projects? This paper presents the study of financial sustainability of community network project through e3value modelling and simulation. Â Financial sustainability is one of the important factor for community projects. As a NGO or researcher that is trying to help the community, is it possible for us to access the feasibility of any projects for communities so that a realistic suggestion or proposal can be planned? To sustain the community commerce, it cannot be denied that a well planning and measurement on financial sustainability of the projects is required. Hence, we believe that e3value can be used as a tool to measure the financial sustainability of community network projects. With the use of 3value model, it can serve as a reference for various parties in resolving the financial sustainability issue.

Deep Learning Approach for Prediction of Brain Tumor from Small Number of MRI Images Zailan, Zulaikha N.I.; Mostafa, Salama A.; Abdulmaged, Alyaa Idrees; Baharum, Zirawani; Jaber, Mustafa Musa; Hidayat, Rahmat
JOIV : International Journal on Informatics Visualization Vol 6, No 2-2 (2022): A New Frontier in Informatics
Publisher : Society of Visual Informatics

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62527/joiv.6.2-2.987

Daily, the computer industry has been moving towards machine intelligence. Deep learning is a subfield of artificial intelligence (AI)'s machine learning (ML). It has AI features that mimic the functioning of the human brain in analyzing data and generating patterns for making decisions. Deep learning is gaining much attention nowadays because of its superior precision when trained with large data. This study uses the deep learning approach to predict brain tumors from medical images of magnetic resonance imaging (MRI). This study is conducted based on CRISP-DM methodology using three deep learning algorithms: VGG-16, Inception V3, MobileNet V2, and implemented by the Python platform. The algorithms predict a small number of MRI medical images since the dataset has only 98 image samples of benign and 155 image samples of malignant brain tumors. Subsequently, the main objective of this work is to identify the best deep learning algorithm that performs on small-sized datasets. The performance evaluation results are based on the confusion matrix criteria, accuracy, precision, and recall, among others. Generally, the classification results of the MobileNet-V2 tend to be higher than the other models since its recall value is 86.00%. For Inception-V3, it got the second highest accuracy, 84.00%, and the lowest accuracy is VGG-16 since it got 79.00%. Thus, in this work, we show that DL technology in the medical field can be more advanced and easier to predict brain tumors, even with a small dataset.

Predicting the Welfare Cost of Premature Deaths Based on Unsafe Sanitation Risk using SutteARIMA and Comparison with Neural Network Time Series and Holt-Winters Annas, Suwardi; Saleh Ahmar, Ansari; Hidayat, Rahmat
JOIV : International Journal on Informatics Visualization Vol 7, No 1 (2023)
Publisher : Society of Visual Informatics

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30630/joiv.7.1.1685

Unhealthy and unsafe sanitation will make it easier for various diseases to attack the body. In addition, unsafe sanitation will also affect a country's economy, including declining welfare, tourism losses, and environmental losses due to the loss of productive land. The research aimed to estimate the welfare cost of premature deaths based on unsafe sanitation risks using the SutteARIMA, Neural Network Time Series, and Holt-Winters. The study analyzed estimates and projections of the welfare cost of premature deaths based on the risks of unsafe sanitation of BRICS countries (Brazil, Russia, Indonesia, China, and South Africa). The data in this research used secondary data. Secondary time series data was taken from the Environment Database of the OECD. Stat. (Mortality and welfare cost from exposure to environmental risks). The data on the study was based on variables: welfare cost of premature deaths, % GDP equivalent, risk: unsafe sanitation, age: all, sex: both, unit: percentage, and data from 2005 to 2019. The three forecasting methods (SutteARIMA, Neural Network Time Series, and Holt-Winters) were juxtaposed in fitting data to see the forecasting methods' reliability and accuracy. The accuracy of forecasting results was compared based on MAPE and MSE values. The results of the research showed that the SutteARIMA and NNAR(1,1) methods were best used to predict the welfare cost of premature deaths in view of unsafe sanitation risks for BRICS countries.

High-Resolution Downscaling with Interpretable Relevant Vector Machine: Rainfall Prediction for Case Study in Selangor Abdul Rashid, Raghdah Rasyidah; Milleana Shaharudin, Shazlyn; Filza Sulaiman, Nurul Ainina; Zainuddin, Nurul Hila; Mahdin, Hairulnizam; Mohd Najib, Summayah Aimi; Hidayat, Rahmat
JOIV : International Journal on Informatics Visualization Vol 8, No 2 (2024)
Publisher : Society of Visual Informatics

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62527/joiv.8.2.2700

Due to the discrepancy in resolution between existing global climate model output and the resolution required by decision-makers, there is a persistent need for climate downscaling. We conducted a study to determine the effectiveness of Relevant Vector Machine (RVM), one of the machine learning approaches, in outperforming existing statistical methods in downscaling historical rainfall data in the complex terrain of Selangor, Malaysia. While machine learning eliminates the requirement for manual feature selection when extracting significant information from predictor fields, considering multiple pivotal factors is essential. These factors include identifying relevant atmospheric features contributing to rainfall, addressing missing data, and developing a significant model to predict daily rainfall intensity using appropriate machine-learning techniques. The Principal Component Analysis (PCA) technique was employed to choose relevant environmental variables as input for the machine learning model, and various imputation methods were utilized to manage missing data, such as mean imputation and the KNN algorithm. To assess the performance of the RVM-based rainfall model, we collected a dataset from the Department of Irrigation and Drainage Malaysia. We used Nash-Sutcliffe Efficiency (NSE) and Root Mean Square Error (RMSE) as evaluation metrics. This study concluded that Relevance Vector Machine (RVM) models are suitable for forecasting future rainfall since they can support large rainfall extremes and generate reliable daily rainfall estimates based on rainfall extremes. In this study, the RVM model was employed to determine a predictive association between predictand variables and predictors.

Fuzzy Soft Set Clustering for Categorical Data Yanto, Iwan Tri Riyadi; Apriani, Ani; Wahyudi, Rofiul; WaiShiang, Cheah; Suprihatin, -; Hidayat, Rahmat
JOIV : International Journal on Informatics Visualization Vol 8, No 1 (2024)
Publisher : Society of Visual Informatics

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62527/joiv.8.1.2364

Categorical data clustering is difficult because categorical data lacks natural order and can comprise groups of data only related to specific dimensions. Conventional clustering, such as k-means, cannot be openly used to categorical data. Numerous categorical data using clustering algorithms, for instance, fuzzy k-modes and their enhancements, have been developed to overcome this issue. However, these approaches continue to create clusters with low Purity and weak intra-similarity. Furthermore, transforming category attributes to binary values might be computationally costly. This research provides categorical data with fuzzy clustering technique due to soft set theory and multinomial distribution. The experiment showed that the approach proposed signifies better performance in purity, rank index, and response times by up to 97.53%. There are many algorithms that can be used to solve the challenge of grouping fuzzy-based categorical data. However, these techniques do not always result in improved cluster purity or faster reaction times. As a solution, it is suggested to use hard categorical data clustering through multinomial distribution. This involves producing a multi-soft set by using a rotated based soft set, and then clustering the data using a multivariate multinomial distribution. The comparison of this innovative technique with the established baseline algorithms demonstrates that the suggested approach excels in terms of purity, rank index, and response times, achieving improvements of up to ninety-seven-point fifty three percent compared to existing methods.

Case Study: Using Data Mining to Predict Student Performance Based on Demographic Attributes Binti Muhammad Zahruddin, Nursyuhadah Alghazali; Kamarudin, Nur Diyana; Mat Jusoh, Ruzanna; Abdul Fataf, Nur Aisyah; Hidayat, Rahmat
JOIV : International Journal on Informatics Visualization Vol 7, No 4 (2023)
Publisher : Society of Visual Informatics

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62527/joiv.7.4.2454

This study predicts student performance at Universiti Pertahanan Nasional Malaysia (UPNM) based on their socio-demographic profile; it also determines how a prediction algorithm can be used to classify the student data for the most significant demographic attributes. The analytical pattern in academic results per batch has been identified using demographic attributes and the student's grades to improve short-term and long-term learning and teaching plans. Understanding the likely outcome of the education process based on predictions can help UPNM lecturers enhance the achievements of the subsequent batch of students by modifying the factors contributing to the prior success. This study identifies and predicts student performance using data mining and classification techniques such as decision trees, neural networks, and k-nearest neighbors. This frequently adopted method comprises data selection and preparation, cleansing, incorporating previous knowledge datasets, and interpreting precise solutions. This study presents the simplified output from each data mining method to facilitate a better understanding of the result and determine the best data mining method. The results show that the critical attributes influencing student performance are gender, age, and student status. The Neural Networks method has the lowest Root of the Mean of the Square of Errors (RMSE) for accuracy measurement. In contrast, the decision tree method has the highest RMSE, which indicates that the decision tree method has a lower performance accuracy. Moreover, the correlation coefficient for the k-nearest neighbor has been recorded as less than one.

Applying Deep Learning Models to Breast Ultrasound Images for Automating Breast Cancer Diagnosis Khaleefah, Shihab Hamad; Lojungin, Eva Cabrini; Mostafa, Salama A.; Baharum, Zirawani; Aldulaimi, Mohammed Hasan; Ghazal, Taher M.; Alo, Salam Omar; Hidayat, Rahmat
JOIV : International Journal on Informatics Visualization Vol 8, No 3-2 (2024): IT for Global Goals: Building a Sustainable Tomorrow
Publisher : Society of Visual Informatics

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62527/joiv.8.3-2.1912

Breast cancer is a result of uncontrolled human cell division. The vast growth of breast cancer patients has been an issue worldwide. Most of the patients are women, but breast cancer also affects men with a much lesser percentage. Breast cancer might lead to death for those who are suffering from it. Numerous types of research have been done to make an early diagnosis of breast cancer. It has been proven that the tumor can be detected by using an ultrasound image. Artificial Intelligence techniques have been used to detect breast cancer fundamentally. This paper studies the effectiveness of deep learning (DL) techniques in automating breast cancer diagnosis. Subsequently, the paper evaluates the diagnosis performance of three DL models utilizing the criteria of accuracy, recall, precision, and f1-score. The Densenet-169, U-Net, and ConvNet DL models are selected based on the examination of the related work. The DL diagnosis process involves identifying two types of breast cancer tumors: benign and malignant. The evaluation outcomes of the DL models show that the most effective model for diagnosing breast cancer among the three is the ConvNet, which achieves an accuracy of 91%, a recall of 83%, a precision of 85%, and an F1-score of 83%.

Co-Authors 'Ardhuha, Jannatin , Alimuddin - Afrizal - Suprihatin, - -, Syilfi . Dahri . Prastowo . Zulfan ., Nurrohman A Halim A. Boediono A.A. Ketut Agung Cahyawan W AA Sudharmawan, AA Aat Hendrayani Abadi, Lukman Tri Jaya Abd Hamid ABD. Karim Faiz Abdha Falky Rabb Abduh, Faizal Abdul Aziz Abdul Fataf, Nur Aisyah Abdul Hamid Abdul Hamid Abdul Hapid Abdul Haris Abdul jalil Abdul Latif, Luthfi Abdul Majid Abdul Malik Abdul Muntaqim Al Anshory Abdul Rahman Abdul Rahman Jannang Abdul Rashid, Raghdah Rasyidah Abdul Rasyad Abdul Rokhman abdul sabaruddin Abdul Salam Siku Abdul Wahab Abdul Wahid Abdulhakim, Luqman Abdullah Tamir, Abyan Abdullah, Ashari Abdulmaged, Alyaa Idrees Abdurrahman Rahim Thaha Abdussyakur, Rifal Abna Hidayati Abraham Lomi Abrar Amri Abubakar, Achmad Achmad Agus Priyono Achmad Soleh Adam Adam adang badru jaman,anggun fergina, adang badru jaman,anggun fergina Ade Indra Ade Irmayanti Ade Suherman Adelia Bakhtiar, Ryzka Adi Mulsandi Adi Setiabudi, Adi Adil Pertiwi, Bela Adiredjo, Afifuddin Latif Aditya Wirangga Pratama Adityo, Fauzan Adnan Apriansyah Putra ADRIANI ADRIANI Adrianton A. Aeni, Alfieta Rohmaful Afdhal Afdhal Afifah Suryono Putri Afifah, Fauziyyah Afifah, Salma Nilam Nur Afiff , Usamah Afifiansyah, Rafi Afriansyah Afriansyah Afrijal, Gustian Agik Suprayogi Agil, Idrus Muchsin Bin Agnes Vanesia Agung Santoso, Agung Agung Widhi Kurniawan Agung Yesaya Rajagukguk Agus Nursikuwagus Agus Risdiyanto Agus Sholeh Agus Suhendra Agus Sujarwo Agus Sujarwo, Agus Agus Susanto AGUS WIDODO Agus wiyanto Agus, Al Ihksan Agus, Al Ikhsan Agusman, Yudi Agussa Putra, Pandu Agustiani, Sarifah Agustin Indrawati Agustin, Dewi Agustin, Salma Dwi Agustin, Talita Tri Agustinar, Agustinar Agustini, Meti Ahmad Ahmad Ahmad Athoillah Ahmad Athoillah Ahmad Bakhtiar Jelani Ahmad Ghozali Ahmad Gunawan Ahmad Habibi, Saynu Ahmad Hanif Shafwan Ahmad Husain Asdie Ahmad Husain Asdie Ahmad luviadi, Ahmad Ahmad mukhlasin Ahmad Nursodiq Ahmad Rayhan Ahmad Rifai Ahmad Saripuddin, Ahmad Ahmad Soleh Ahmad, Fairuz Subakir AHMADI Ahmar, Ansari Saleh Ahsanul Aziz Aidil Novia, Aidil Aiman Fathin, Muhammad Aini, Lutfi Qurratul Ainul Muna, Ani Fauzia Aisah Indati Aisyah Risqullah, Nur Ajeng Putri Pertiwi Aji Cakra Werdana Aji Pangestu Rifai AK, Warul Walidin Akadun Akadun Akadun Akbar, Gilang Muhamad Akbar, Mustafa Akhmad Faqih Akmalano, Raihan aksal, aksal Al Amany, Sarah Ulfah Al Anshori, Milyan Risydan Al Farasy Syam, Febrizal Al Farisi, Muhammad Salman Al Fikri Al Ihksan Agus Al Irsyat, Tomy Al Qadri, Muhammad Al-Qadrie, Mustafa Hadi Al-Tabri, Etsa Zaidan Alamuna H, Saosan Alamuna H Albaab, Yoga Ulil Albaraday, Ahmad Albet, Albet Alde Alanda, Alde Aldi Saputra, Yogi Aldi, Satria Aldo Erianda, Aldo Aldo Naza Putra Aldri Frinaldi Aldulaimi, Mohammed Hasan Aldy Akmal Wibowo Alfa Nelwan Alfadhli Alfadhli Alfairus, Muh. Qodri Alfais Amin Darmawan Alfala, Resi Fazri Alfarisi, Muhammad Adib alfateha, tiara Alfattah, M Rizki Alfattah, Muhammad Riski Alfiannor Saputera, Mochammad Maulidie Alfiansyah Siregar, Fandi Alfionita, Elya Nindy Alfitra, Muh. Alghani, Muhammad Alhumairah Amin, Siti Alhumairah Ali Basrah Pulungan Ali Topan Lubis Alianita, Marlini Alice Whita Savira Alif Artanto, Galih Alifa, Sarah Alla Asmara Almany, Sarah Ulfa Alnedral Alo, Salam Omar Alrido Martha Devano Alting, Halisa Alvin Fariz Alviradi, Dicki Alvriyanto, Azis Alwi, Fahmi Alwi, Salma Amal Arfan, Amal Amal, Benazza Amal, Citra Amalia Amalia Putri, Rizqiana Amalia, Azka Amallia, Chairun Amalo, Luisa Febrina Amandita, Bilqis Humaira Putri Amelia Lulu Rosalin Hutabarat Amiluddin Amiluddin, Amiluddin Amin Supriatna Amin, Afriadi Amir, Haeril Amir, Muhammad Fakhri Amira, Nur Amirah, Nabilla Amirsyah, Mochamad Badrudjamal Amiruddin Amiruddin Ammarsyah , Muhammad Jaffran Ana Rochana Ana Yulia Ananda, Eka Resky Anandasari , Sarah Fitriya Ananta, Putri Anasrul Ancala Laras Putri Andayani, Nur Rahmah Andi Dwi Purnama Soswaty Andi Erna Mulyana Andi Ibrahim Andi Mushawwir Andi Saryoko ANDI WIJAYA Andika Isma Andika Saputra Andri Indrawan Andri Sulistyani Andriyan, Yoga Andriyani, Bunga Putri Andyastuti, Etty Anggraini, Mila Anggryani, Lisa Ani Apriani, Ani Anindyati, Farista Dewi Anis Ilahi Putri Anisa Nur Shaleha Anisah Lestari Anita Wahyuni Anita, Tanri Anjarwati, Neneng Anjelina, Anjelina Anna Fitriawati Annisa Avilya Annisa Fitri, Annisa Annisa, Vina Annisha, Ainun Anton Anton Anton Prasetyo Antonius Anugerah, Muhammad Anugrah, Dian Anugraheni, Fitria Desi Anwar Ramli Apriana, Shalwa Putri Aprianto, Aci Aprilia, Dena Aprilyani, Tanti Aprizal Aprizal Aprizal Putra Aprizal Putra, Aprizal Aqshal Maulana, Mhd Aqsho, Muhammad Aqsho, Muhammad Arafah, Mudrikatul Arafat Arafat Arbansyah Arbansyah Ardana Kurniaji Ardi Ardi Ardiah Juita Ardiansyah, Dika Ardiansyah, Muhamad Ardila, Novrisa Ardimen Ardiyansyah Putra Ardy Syah Putra, Sheva Maulana Aref Vai Arfah, Aryati Argenti, Gili Ari Darmawan Ariana Setiawan, Muhammad Ariani, Fatma Arianto, Calvin aricsyach, nurcholish Arif Rahman Nugroho Arif Rakhman Suharso Arini Nursyahban Ario Hendartono Aris Ismanto Aris Pramudia Ariska, Ayu Aristanti Widyaningsih Ariyani, Hana Ariyani, Risma Arlis Arlis, Arlis Arma, Nur Rahmawaty Arman Armin Muis arniati, arniati Arnida Lailatul Latifah Arnisa Stefanie Arsyad, Yusri Muhammad Aruan, Asnisiyah Aruni, Sadida Fatin Arwansyah Arwansyah Arzidani, Mohammad Akbar Asa, Ferdian Ondira Asep Sufyan Muhakik Aseri, Akh Fauzi Ashari Ashari Ashari Ashey Yuniar Asirahemi, Asirahemi Asis, Laode Asrun Asma Bio Kimestri Asma Maulidar Afni Asmuddin Natsir Asnaini Asnaini, Asnaini Asnaniar, Wa Ode Sri Asnawati Asnawati Asnawi Asnawi Asniar Khumas, Asniar Asnil Asnil Asnita, Dessy Asri Rachmawati Asrianda Asrianda Asriani Asriayani Ismail Asrul Aswinata Assyfa, Hanna Maulyda Astarani, Thea Fitri Astari, Fradita Nindi Astuti, Yohana Tri Astutika Aswan, Karyanti Lestari Aswan, Karyanti Lestari Aswi, Aswi Asyraful Insan Asry Athirah , Aldila Mawanti Athirah, Aldila Mawanti Atika, Endah Atikah Atikah Atikasari, Atikasari Atun Budiman Aulia Fitri, Nur Aulia Lukman Aulia Ramadhani Aulia Syafirah Auliyaa, Putri Aulya, Milda Aurora, Angel Avilya, Annisa Avini, Avini Awaluddin Awaluddin Ayang Fristia Maulana Ayanti, Bio Putri Ayu Andira Ayu Mumtaza, Daffa Ayu Puspitasari, Ayu Ayu, Fityan Ayulia, Viqy Ayuningtias, Astri Azhari Azhari Azhari Sianipar Azhary, M. Dede Azis, Elang Abdul Azis, Laode Asrun Azis, Nur Aziz, Afrizal Aziz, Laode Asrun Aziz, muhamad wahyuniarto AZIZA, ARBELLA Azizah Azizah Azizi, Hilman Azwah, Nur Azzahra, Margia Badaruddin Badaruddin Badarudin Badarudin Bagas Ardiyantoro Bagus Andrean Prasetya Baharuddin Semmaila Baharudin Baharudin Baharudin Lutfi Baharum, Zirawani Bahtra, Ridho Baiq Ida Astini Baiq Ida Astini Baiq Nurlaela Hardiana Baiq Rufaida Agustina Bakhtiar bin Jelani, Ahmad Bakri, Nurul Aulya Bakti Harahap, Sutan Balqis Atikah Bambang Rahadi Bambang Sutejo, Bambang Bamukmin, Novel Bandawati, Bandawati Basari, Rambang Bastomi, Mohamad Bayani, Matni Syifa Bayu Agustira Beginer Subhan Berlian, Putri Berliana, Putri Alifa Bestario Harlan, Fandy bin Haji Abdul Ranni, Haji Muhammad Yamin bin Khairuddin, Muhammad Asyraf Bintang, Putri binti Jali, Nurfauza Binti Muhammad Zahruddin, Nursyuhadah Alghazali Bony Septian Pandjaitan Botto-Tobar, Miguel Br Pakpahan, Ranti Novita Brajakson Siokal Brian Kevin Imora Brillian Rosy Buadiarto, Joko Budi Ayuningsih Budi, Rosdinaman Budiatma, Jaka Budiman, Mutya Fradilla Budiyati Budiyati, Budiyati Bukhael, Muhamad Maurice Bulan Ningsih Bulkia Rahim Burhan, Mahardika Burhanuddin Burhanuddin Busro, B. Cadena, Angela Diaz Cahaya Rizki Cahya, Andika Candra Dimuka, Nugroho Candra Wijaya Candra Wijaya, Candra Carles Cece Suriani Ismail, Cece Suriani Chai, Nong Chairunnisa Chandra, Dody Salden Charles Frisheldy Nainggolan Cheriani Chomsun Farochi Christian Wibowo, Dhanny Cikha Aryan Daeng M, Mohd. Yusuf Daharnis Daharnis Dahyul Daipon Dalam, Winanda Wahana Warga Damanhuri Damanik, Rahma Aulia Danang Abiantoro Danang Raharjo Danial Hilmi Danti Rosdianti Daqiqil Id, Ibnu Darmansyah, Ady Darmanto Darmanto Darmawan Hidayat, Darmawan Darmawati Darmawati Darmini Roza Darusman Darusman Dasrun Hidayat Daud Rasyid Daud, Andre Rivianda Daulay, Irmasani Dea Karlina Dea Rizky Amalia Putri Dedet Deperiky Dedi Kurniawan Dejarlo, Jenisus O. Dela Puspita Delima, Putri Delvianti Denga, Fabian Javier Deni Mahdiana Deni Rahman Deni Satria Denny Rusmana Deny Kurniawan Denysia, Denysia Deri Firmasyah Dermawan Wibisono Desi Ratna Sari Desmadi Saharuddin, Desmadi Despandri, Fajri Destri Prameswari, Alvira Desy Arisandy Devano, Alrido Martha DEVI KUMALA, DEVI Devi Yulianti Devi, Natalia Devi, Nurwulan Kusuma DEWI INDRAYANI Dewi Juliah Ratnaningsih Dewi Noor Azijah Dewi Safitri Dewi Sumitra Dewi, Alfiana Dian Puspita Dewi, Maya Puspita Dhaniawaty, Rani Puspita Dharma, Muhammad Gaizka Seva Dhia Saputro, Arkan Dhyani Ayu Perwiraningrum Diah Amaliah Dian Chayadi Dian Pertiwi Dian Septi Nur Afifah diana effendi Diana Effendi Diana Sari Diana Sari Didin Hafidhuddin MS Didit Endriawan Didit Haryadi Dika Satria Diky Ramdani Dimas Dewanto Putra Dina Ediana Dina Mulyanti Dina Pratiwi, Dina Dina Sukma Dinah Sholikhah Dini Hariyati Adam Disastra, Ganjar Mohamad Ditha Putri Lestari Diva Ilyesa Maulia Jayastiyo Djupri Juma Pabeta Djutalov, Roeslan Dodi Sofyan Arief, Dodi Sofyan Dody Guntama Donaldi Sukma Permana Donny Anhar Fahmi Donny Trihanondo Dwi Kartikasari Dwi Santosa DWI SURYANTO Dwiprima Elvanny Myori, Dwiprima Elvanny Dwiyanti, Wiwi Dyah Lukita Sari, Dyah Lukita Dyllameita Anaztha Amatullah DZAKIYYAH, HASNA E. Hartaty Hadady Eddo Nanda Oktarici Edhy Sutanta (Jurusan Teknik Informatika IST AKPRIND Yogyakarta) Edisah Putra Nainggolan Edvin Aldrian Edy Saputra Efendi, Ramdan Efendi, Roni Effendi Effendi Effendi, Alvina Septariyani Effendi, Ananda Dirgari Effendi, Mawardi Efrinaldi Efrinaldi Efrinaldi Efrinaldi Efrinaldi Eha Saleha Eka Putra, Arizal Eka Putri, Nadira Eka Wahyuni Eko Indrawan Eko Risdianto El Amin, Ashfa Ashfia El Maza, Rina El Raihan, Zulham Elis Kartika Elis Mediawati, Elis Elis Susanti, Elis Elisna Syahruddin Elistatia, Usi Eliyanti , Eliyanti Elly Purwanti Elsa Apriliasari Elsa Nelasari Awaliya Elvanny Myori, Dwiprima Elvi Mayli Endang Endang, Endang Endang Meiliani Endriyansyah, Andre Engelberth Victory Mamusung Engla Desnim Silvia Enjum Jumhana Eramahi, Eka Erick Febriyanto Erik, Muhammad Erika Putri Savira Erizal , Erlina Erlina Erlina Sari Hasibuan Erna Julianti Ernasari, Siti Erni Setyowati Erni Suyani Erwin Erwin Prasetya Toepak ESEN PRAMUDYA UTAMA, ESEN PRAMUDYA Estuningtyas, Retna Dwi Eta Kusmiati Eti Hadiati Euis Saribanon, Euis Eva Imania Eliasa Eva Mulyati Evar, Kiren Evi Priyanti Evlin Suzanna Fachriyan Hasmi Pasaribu Fadhila Ulfa Jhora Fadhli Ranuharja Fadhlurrahman, Rafi Fadia Zen Fadil, Jazuli Fadil, Jazuli Fahla, Adam Fahmi, Hendra Alsa Fahrezi, Ari Fahrezi, Muhammad Rifqi Fahriza, Basri Fairuz Ivandyaputra, Muhammad Fairuz Syahla, Amanda Faishal Rizki Nandasati Faiz, Marcelino Faizal Madya Faizal, Rifky Abilio Fajar Muhammad Mugni Fajar Nugraha FAJAR NUGRAHA, RIFKI Fajarotuzzahro, Fajarotuzzahro Fajri, Riza Nurul Fakih, Rheza Aryo Falah Pramanta, Abrar Falentino, Feby Fangky Antoneus Sorongan Fani Ramadhanty Fani, Meylin Sir Faqihsyah, Muhammad Faradina, Anggia Faradina, Nevi Farhan Rezki Arifin Farhan, Farhan Hidayat Farida Nurfalah, Farida Farida, Milatul Farras Drasih, Nabilah Fasial Tanjung, Budiman Fataya, Salsabilla Galby Fatihatu Salamah, Nur Fatimah, Laila Aida Fatkhuroyan Fatkhuroyan, Fatkhuroyan Fatmawati Fatmawati Fatrani, Baiq Nuinsa Sohi Fatri Alhadi Fattah, Luthfi Luqman Fatwa Sari Tetra Dewi Fauzan Lutfi Rahman fauzan, lazuardy akbar Fauzi, Machfud Fauzi, Machfudz Fauzi, Rafly Fawaz fauzian, Hifsan Favirotus Siyam, Fera Fawwaz, Fawwaz Mulya Rabbani Fayzil Auliaswan Fazarullah, Muhamad Fazryansah, Muhammad Rizky Febianingsih, Rahmiana Febianisa, Tabitha Afifah Febri Prasetya Febri R, Neng Agista Febri Zola, Nadira Febrian, Nanda Febriandi Febriandi, Febriandi Febriani, Ariana Febrianti, Lora Febrina, Wetri Febriyan Heryanto, Muhammad Febriyana, Teguh Febriyanti, Dina Ferdi Ferdi, Ferdi Ferliana, Lian Fernanda, Ahmad Fiantika Salwa Ibrahim Fikri Adiprabowo Fikri, Alif Fikri, Nuzuly Filjannah, Annisa Fillandini, Raja Filza Sulaiman, Nurul Ainina Finanta Okmayura Firda Firda Firdaus Firdaus, Efrans Firdaus, F. Firgi Aditya Firli, Firli Firman Noor Fitri Agustina Fitri Aulia Fitri Nur Masruriyah, Anis Fitri, Ade Fitri, Della Laela Fitri, Yelly Fitria, Dian Fitria, Vina Fitrianingsih, Siti Kurnia FITRIYAH Fitriyah Fitriyah Fitriyani Fitriyani Fivia Eliza Florentina Ratih Wulandari Fransisca Wati, Dinda Fuad Arif Rahman Furtasan Ali Yusuf Fuzail, Muhammad Gabriela Duwith, Tiurlien Doris Ganjar Fadillah, Ganjar Gari Ardiansyah Gea, Ikhtiarni Purnama Sari Ghazal, Taher M. Ghozali, Ghozali Gili Argenti Ginanjar Ilyas Giorfinn Tsabit Cygna Gisela, Fernanda Putri Gulo, Niber Kartikan Gumanti , Suhardiman Gumelar, Taofik Muhamad Gunawan, Ervin Agustian Guntur Bagus Pamungkas Gusmaneli Gusmaneli Gusnedi Gusnedi Gusnedi, - Gusrawati, Gusrawati Gustama, Ario Gustamar, Andri Gustari, Indra Gustianda, Nana Guterres, Agostinha H. S., Rahmat Habib, Afwan Habibullah Habibullah Habiburrahim Habiburrahim Hadi Mulyo Wibowo Hadi Sukmana, Sulaeman Hadi Susilo Arifin Hadikusuma, Ridwan Satrio Hadinata, Lalu Gde Gilang Alid Haerani Haerani Hairil Abd Hajar Hairulnizam Mahdin, Hairulnizam Hajan Hidayat Hajri, Priazki Halimatuddini, Halimatuddini Halimatussadiyah Halimatussa’diyah Hambali Hamdan Has Hamdan Sugilar Hamdani Hamdani Hamid, Abd. Haris Hanapi, Muh. Agung Hanazahra, Alifa Handani, Rendi Handani, Rendy Handayani, Windah Handayani, Yosi Hapsa Hapsa, Hapsa Hapsari, Anindita Dwi Haq, Saiful Harahap , Irawan Harahap, Br Harahap, Darwis Harahap, Rifkah Aqila Harbianti, Harbianti Hardianti Hafid Hardianti, Aprilia Hardjita, Pahlevi Wahyu Haris, Aslizah Mohd. HARIYANTI Harman Amir Harmawan, Muhammad Salman Eddy Harrie Lutfie Harry Yulianto Hartati Bahar Hartono Hartono Haruddin, Nurul Azmi Haryani Haryani Haryono, Wasih Hasanah, Afiyanti Hasanah, Wirda Hasanuddin Chaer Hasballah, Zamakhsyari Hasbi, Haris Fauzi Hasna Muliana Hasrianto Hasriyanti Hasyim, Liana Fitriani Hati, Kasih Hayadi, Bambang Herawan Hayatuddin, Hayatuddin Hayatullah, Imam Khomaeni Hayi, Abdul Helmi Juwita Hendi Setiyatwan Hendra Alsa Fahmi Hendra Prayitno Hendra, Ayu Hendrawan, Bambang Hendri Tanjung Hendrick Heni Pujiastuti Henraman, H. Henraman, Henraman Heriyani Agustina Heriyanto, Ferdiansyah Alif Herlandy, Pratama Benny Herlinda Herlinda, Herlinda Hermawati, Irma Herniawati, Ani Herning Indriastuti Heru Purwanto Heru Sutejo Herwis Gultom Hery Widijanto Hesti Apala, Hesti Hestyana Widya Pangesti Hidayat Pawitan Hidayat, Hari Toha Hidayat, Jajat Hidayat, M. Zhorif Hidayat, M.Rafi Hidayat, Rully Hidayati Hidayati Hidayati, Eva Fauzia Sri Hidayatullah, Dhoni Hidra Amnur Himawan Mochtoha Holyness Nurdin Singadimedja Hufri Hufri Humaira, Siti Humera Husaini*, Husaini Husna, Afifah Husnarti Husnarti Husnarti, Husnarti Husni Husni Husnul Khatimah Hutasoit, Erikson I Gusti Kade Birawan I Ketut Sumantara I Made Darma Oka I MADE WIWIT I.G. Permana Ibnu Sabil Ibrahim Ibrahim Ibrahim Lammada Ibrahim Siregar Ibrahim, Muhammad Maulana Ichsan Fauzi Rachman Ida Ayu Putu Sri Widnyani Ida Nurhayati Idham Nursyifa Hadiansyah Idung Risdiyanto idwal Ihksan Nurzaman Ihsan Rifky Rizaldy Ihsan, Iif Miftahul Ihsanda, Nu'man Iim Fahimah Ijudin Ika Rahma Susilawati, Ika Rahma Ika Ratna Hidayati Ikhlas, Zaitul Ikhsannul Arief, Akhmad Ikram, Riziqul Ilham Fauzi Ilham Jaya Ilham Kurniawan Ilmi, Uswatul Imam Fajrin Imam Firmansyah Imam Malik Imam Wahidin Iman Hernaman Imanuel Nahum Ketjeway Inai, Abdur Rahman Inanah Inanah, Inanah Inayatussholeha, Eka Nurdina Indah Annisa Ramadhani Indira Primasari Indiriani, Nyimas Popi Indra Aditya Indra Hastuti, Indra Indra Warman Indra, Jamaludin Indrayuda Indrayuda Indriyani, Lidia Tiyana Indriyanti, Aulia Rizki Inggit Kusni Tryanti Ingka Safitri Instianti Elyana Intan Afriati Intan, Sutra Intang, Lulu Nur Ir. Eko Andi Suryo, ST., MT., Ph.D., IPU., ASEAN Eng. Ir. M. Hamzah Hasyim, ST., M.Eng.Sc. Ira Retnaningsih Iratna Dewi Irawan, Dedy Irawan, Erika Salma Irmasari Irmasari Irmayani Irmayani Irnelia, Venia Regita Irninthya Nanda Pratami Irwan Irrine Budi Sulistiawati Irsal, Irni Latifa Irsan Irsan Irsutami, Irsutami Irvina Nurachmi Irwan Irwan Irwansyah Irwansyah Irwansyah, Wawan iska olivia, anggun ISKANDAR Iskandar Putra, M Ariezieq Iskandar, Andri Islami, Nurfara Islami, Syaifuddin Ismar Hamid Ismira, Ismira ISNAWATI Isnawati Isnawati Isra Djabbar Iswani Mujiarti Isyrin Apridal, Fauzi Itrayuni, Itrayuni Iwan Giri Waluyo Iwan Tri Riyadi Yanto, Iwan Tri Riyadi Jaber, Mustafa Musa Jala, Jusrianto Jalil, Yeni Hasri Utami Jamaluddin Jamaluddin Jamaludin . Jamarang, Satriani Jamhari Jamhari Jamilah, Wardah Jamiludin Yacub Jamrizal Jamruddin, Paramita Jannah, Fitri Huriatul Jarjani Usman Jasman Jasman Jasmine, Alifa Jati Rochman, Wisnu Kuncoro Jati, Putri Zulia Jati, Putri Zulya Jatmiko, Anang R Jauhari, Ahmad Naufal Jawaz, Ilham Jaya, Hervianis Virdya Jayanegara, Oscar Jayanti, Shifa Jayusman Jayusman Jayusman Jayusman Jazuli Fadil Jean Fadli Alenski Jefri Pandu Hidayat Jenita DT Donsu Jhora, Fadhila Johana E Prawitasari, Johana E Johanes Rendy Lamoren Joko Sampurno Juanda, Tatang Juariah Juariah Juhaeni, Unes Julaibib Julaibib Juli Sardi Juliana Nasution Julir, Nenan Julita Julita Julita, Tria Jum Anidar Jumhadi, Agus Idwar Jumhana, Enjum Jumsurizal Jumsurizal Junaidah Junaidi, M. Junawan, Junawan Kabunggul, Yuliantri Kadayloding, Kamaruddeen Kade Birawan, I Gusti Kadir, Muh Akhyar Kamaluddin, Muhammad Totong Kamarudin, Nur Diyana Kamila Kamila, Zidna Rizqi Kamiruddin Kamiruddin Kamsinar, Kamsinar Karepesina, Nurhawa Kariyani, Leni Nurul Karmila Karomah, Uli Karsiwan Karsiwan Kartini, Amelia Kartono, keris Kasful Anwar Us Kaslam Kassa, Adriana Khaerudin Khaerudin Khaira, Dicky Septiannoor Khairi, Annisa Ummul Khairifathiyyah, Khairifathiyyah Khairun Nisa Khaitami, Siraddjudin Khaleefah, Shihab Hamad Kharisma, Putri Nur Khoiratul U, Lisa Dewi Khoiriyyah, Khofawati Kholifah Kholifah Khomsiyati , Siti khoviduddin, khoviduddin Khudri, Nur Sa'adah Khusniah, Riza Kiki, Kiki Kinanti, Runi Lara Kintan Litania Kirani Kirana, Tjandra Kitami Akromunnisa Kiwan, Kiwan Klara, Wanda Apriliani Komarudin Korima, Inge Kresnawati Kresnawati Krismayadi Krismayadi Krisna, Bayu Kristina Lo Kukuh Santoso Kurnia Kurnia Kurnia, Efry Kurnia, Kurnia Nurcahya Kurnia, Muhammad Kurniadi, Ananda Rizky Kurniawan, Ahmad Kurniawan, Entuy Kurniawan, Herman Kurniawan, Randi Kurniawati Kurniawati kurniawati, Rega Kusen Kusen, Kusen Kusuma, Anom Dwi Kusumaningsih, Rr. Yuliana Rachmawati Kusworo, Ahmad Dzulfikri Budi Kymi Rian Febrian L, Syahrir La Ode Asrun Azis R Laelah, Nurnazmi Laely, Nur Laendatu Paembonan Lagus, Wegestin Lailatul Fajriyah Laksono Trisnantoro Lammada, Ibrahim Lastari, Lastari Latief, Muhammad Haiqal Latif, Annisya Nurul Latifa Suwari Fadilla Latifa, Ulinnuha Latifah Fitri Siregar Latipah, Siti Lela Nurpulaela Leni Cahyani Lesi Mareta Lestari, Putri Indah Letmi Dwiridal Lia Muliati Pranoto Lifeony Maharani Lila Dini Utami Lilik Indayani Lilis Darmila Lilis karlina, Lilis Lilis Sugiharti Handoyo Lindra Putri, Jessika Ukurmehuli Lisa Novita Hartanti Lismawati, Lismawati Listiani, Tia Listyani, Tiara Ajeng Liya Megawati Lizawati Lizawati Lohana Juariyah Lojungin, Eva Cabrini Loka, Lola Retia Lola Retia Loka Lubis, Ar-Rohim Lubis, Fauzi Lubis, M Fauzi Lubis, M. Fauzi Lubis, Muya Syaroh Iwanda Lubna Salsabila Lufityanto, Galang Lukman Lukman Lukman Nulhakim Lukman Samboteng & Rulinawaty Kasmad Luqmanul Hakim Lutfi Fitriano, Lutfi Lutfiya , Fayyaza Ammara M Hanafiah, M M Noor Rochman Hadjam M Zaki M, Agussalim M, M. Hernanda Zaki M. Fadhillah Sidik M. Fauzi Lubis M. Sukarno M. Yasep Setiawan M. Zaini, M. Ma'rufi, Ma'rufi Maâ€™rufi, Maâ€™rufi Machfud Fauzi Machfudz Fauzi Madina, Hanny Cahya Madya, Faisal Maelani, Lusi Maeleva, Syabandani Magfira Salsabila. S Maghfira, Saadatul Mahanum, Mahanum Maharani, M Maharani, Siti Mahira, Nazza Mahmud, Muhammad Akshan Mahyuzar, Heri Mairizwan, Mairizwan - Maisarah, Alya Malik Fajar Malik, Muhammad Dzaky Hurairah Malik, Muhammad Zuhdi Ramadhan Maliki, Budi Ilham Mamenun, Mamenun Mannan, Abdul Mansyur Mansyur Mansyur Mansyur Manurung, Fernando Mappanyompa Marchaban Marchaban, Marchaban Marcham Darokah Marcham Darokah, Marcham Mardawati Mardi Mardiana Mardiana Mardiansyah Mardiati Zain Mardiyana Mardiyana Maref, Hikmal Gustriora Mari'i, Mari'i Maria Ulfa Maria Ulfah Siregar Mariani Mariani Marlina Marlina Marlion, Farid Ahmad Marni Marni, Marni Marschanda Dian Estika Marsingga, Prilla Martha, Reno Marua, Rivansyah Usman Marwah Zulqoidah Rohmah Maryama, Nina Maryani Septiana Marzan, Arlan Mas'ud, Masdar Masdah, Masdah Maskur, Asep Maskuri Maskuri Maslihah , Maslihah Mat Jusoh, Ruzanna Mathar, Quraisy Matondang, Firman Maula Akbar, Septian Maulana M, Sabri Maulana, Rifan Nur Maulani Meutia Rani Maulaya, Rosendah Dwi Maulid Agustin Maulidi, Muhammad Bahaudin Maulidia Fitri Maulidiningsih, Fauziyyah Maulina, Nia Mawar Mawar, Mawar Maya Panorama, Maya Maya Sofiyanti Mayasari, Diana Maylius, Puti Mayo, Abbas Ali Mega Iswari Meilany, Mauludy Melani Yunita Putri Melly Novalia Melly Novalia, Melly Miaseh, Dila Retno Miftahul Huda Miftahul Janah, Miftahul Miftahul Khair Mihrab Afnanda Mildayanti, Mildayanti Milleana Shaharudin, Shazlyn Mislawaty, Sri Eva Mizan Ahmad Moch Fachrul Alfarizi Moch Sholeh Mochamad Faizal Rizki Mochammad Isa Anshor Mochtoha, Himawan Moh Abdul Kholiq Hasan Moh. Mukri Moh. Nutfa Moh. Yani Mohammad Dwi Prasetyo Mohammad Ridwan Mohd Najib, Summayah Aimi Mohd-Aris, Aslizah Mostafa, Salama A. Mubarok, Ahmad Mubarok, Endang Saefuddin Mubarok, Muhammad Khusni Mubasit Mubasit, Mubasit Muchtar, Yulnita Mudinillah, Adam Muh Rajib Muh Taufik Muh. Afdal Nur Muh. Makhrus Muh. Rifqy Prasetyo Azis Muh. Taufik muh. zainal Muhaimin, Muhammad Fadhil Muhamad Bisri Mustofa Muhamad Fais Isani Muhamad Nadratuzzaman Hosen Muhamad Saepudin Muhamad Teguh Muhamad Zidan Alfariz Muhamad, Sofyan Muhammad Muhammad Akbar Hajuan Muhammad Al-Hafiz Ridwan Muhammad Alghani Muhammad Amin Muhammad Aprian Jailani Muhammad Aqsho Muhammad Arif Budiman Muhammad Attar Muhammad Audrian Muhammad Ayub Yunus Muhammad Basri Muhammad Fachrul Risqi Pribadi Muhammad Faisal Hamdani Muhammad Fajar Haryadi Muhammad Falih A.F MUHAMMAD FEBBY IRWANSYAH Muhammad Firdaus Muhammad Firdaus Muhammad Fuad Muhammad Halil Muhammad Hidayat Djabbari Muhammad Hisyam Muhammad Ihsan Muhammad Ikhlash Muhammad Ilyas Muhammad Iqbal Irham Muhammad Irham Muhammad Irvan Muhammad Ismiraj Muhammad M, Kahar Muhammad Marzuki Muhammad Mursalin Muhammad Nur Wangid Muhammad Reifin Perdana Muhammad Ridwan Muhammad Ridwan Muhammad Rifai Muhammad Rifai Muhammad Rinaldi Muhammad Rizki Muhammad Rizki Muhammad Rusmin Muhammad Syafrun Muhammad Syaifullah Muhammad Syarif, Muhammad Muhammad Syarifuddin Rahman Muhammad Wahyudi Muhammad Yusuf Muhammad Zaenuddin Muhammad Zainuddin Muhammad Zuhdi Muhammad Zulkifli, Muhammad Muhammadiah Muhammadiah, Muhammadiah Muharuddin, Muharuddin Muhibban Muhimah, Lulu Muhlis Madani, Muhlis Muhrami, Siti Nardiyah Muin, Rahmah Muis, Muhammad Aufa Muiz, Adam Mujiburrahman Mukhamad Makhrus Mukhlis Yunus Muksin, Nani Nuraini Mulawarman, M. Muldi Yuhendri Muliyani, Mariani Mulka, Sry Reski Multhahada Ramadhani Siregar Mulyadi, Irvan Mulyana, Andi Erna Mulyani, Ranggis Sri Mulyaningtyas, Dian Muna, Siti Umamah Naili Munfarida, Siti Munir , Nur Wahyuni Munirul Abidin Munthe, Parida Hanum Munzir Munzir, Munzir Munzir, M. Murniati Murniati Mursalin, Muhammad Mursalin, Muhammad Mursyid, Ahmad Mursyid, Pangestu Musa Musaadah, Wiwit Muslim, Abdul Aziz Muslim, Riyadi Mustafa Mat Deris, Mustafa Mustamin Mustapa Ali Mustapa Khamal Rokan Mustawinar, Besse Helmi Musthofa, Achmad Mustika Sari, Mustika Mustikasari , Ati Muthahharah, Isma Muthiullah Mutia Nalsa Hardanti Mutia Ulfah Mutiara Titani Muttaqin, Faisal Muzajjad, Ach. Muzakkir Muzakkir, Abd. Kahar N, Nasrullah Nababan, Rudyk Nabhansyah, Muhammad Nabila Zahra Siregar Nabila, Aliya Nabila, Putri Nabillah Sirli Okta Maharani Nadia Ul Adha Nadia, Shevina Putri Nadirsyah Hosen Nadya Safitri, Nadya nafi'ah, ula Nafila, Nafila Nafillah, Nafillah Nafira Eldita Cahya Nafisa, Zahrun Nainggolan, James Matua Najirah Umar Najmah Naldi, Syafri Nalefo, La Nana Gustianda Nanang Pradita Nani Nurani Muksin Narendra Dwi Siswanto Naser, Haspul Nasriman Nasruddin Nasruddin Nasrulhaq Nasrulhaq, Nasrulhaq Nasrullah Nasrullah Nasrullah Nasrullah Nasrulloh, Aji Banyu Nasrun Nazaruddin Nasution, Henni Syafriana Nasution, Yusri Purnama Anju Naswan Suharsono Naufal Farda Nauval Firdana, Chorrysa Nawang Wulan, Dyah Nawir Yuslem Nawiyah, Nawiyah Nawwaf, Fayyadh Nazar*, Ahlan NAZERI NAZERI, NAZERI Nazwa, Siti Adila Nefilinda Nefilinda Negara, Roqiqoh Paco Nellya ningsih Nellyaningsih Nena Hilmia Nengsih, Nengsih Netrawati, Netrawati Ni Gst Nym Suci Murni Ni Gusti Ayu Roselani Nidar Maulana Nike Rahayu Nilam Sari, Kurnia Ayu Nilawati Astini, Baik Ningrum, Septi Wahyu Ningsi ningsih, Nellya Ningsih, Sudarmi Nirmadarningsih Hiya Nisa, Atiqotun Nisphul Khairi Nita Merlina, Nita Nita Parisa Niva Maulidha Nofrisel, Nofrisel Noni Novisari Soeroso Nor Jannah, Nor Norhajjah, Norhajjah Novan Dwi Sagito Novi Aisha Novi Fadhila, Novi Novi Mayasari Novita, Maulina Novvria Sagita Nugraha, Windu Iwan Nugroho Wicaksono, Hartawan Alief Nugroho, Ashari Nursetyo Nugroho, Bayu Fajar Nul Hakim, Lukman Nulhakim, Naufal Allam Nunun Khairina Nur Aini Rakhmawati Nur Ainun Jariah Nur Alisah Nur Amalia Nur Apandi, R Nelly Nur Atikah Nur Atila Aldila Nur Azizah Lubis Nur Hanifatus Sholeha Nur Hasanah, Asra Nur Hasaniyah Nur Hayati Nur Hidayah Nur Hidayah Nur Hikma, Nur Nur Ilah Padhila Nur Ilmi Fitria Nur Insana Salam Nur Oktaviani Nur Rahmah Andayani Nur Wachid Adi Prasetya Nur wahidah Nur Wahyuni Munir Nur Yulia Rahman Nur, Lailan Nuraini Nurasfia Nurazizah Alamsyah Nurbaidah, Siti Umi Nurbaiti ' Nurdin, Melliyana Nurdiyanto, Furkhon nurehas, filin Nurfadillah Nurfadillah T, Rezki nurfazri, aulidina Nurhaidah, Siti Nuri Nurhalimah Nurhalimah Nurhaliza Zahra Nurhaliza, Nurhaliza Nurhanafi, Wafiq Nurhasanah Nurhasanah Nurhayadi Nurhayati Nurhayati Nurhayati Nurhayati Nurhidayati Nuriman, Eki Jaki nuriya, Sinta Nurja, Nurja Nurlaili Nurliani, Lia Nurlina Akbar Nurnaningsih Nurnaningsih, Nurnaningsih Nurniat Halawa Nurochman Nurul Alfenia Nurul Aulia Rahma NURUL HIDAYAT Nurul Hidayatullah, Nurul Nurul Husna, Fitria Nurul Mutiah NURUL RAHMAWATI Nuruzzaman, Muhammad Taufiq Nurwahidin, Muhammad Nurwahita Nurwijayanti Nuryanto, Danang Eko Nuryasin Abdillah Nurzaelani, Mohammad Muhyidin Nurzainah Ginting Nuzul Hidayat, Nuzul Odang Carman Oktapani, Slim Oktarici, Eddo Nanda Oktarina Oktavia, Vini Oktaviana, Putri Oktaviani, Dwi Putri Oktiara, Dara Putri Olifia, Jessica Oriza Syahda, Rizky Oscar Jayanegara Othanindyah, Larasati Otong Rosadi P. Perdinan Paerdoe, Lalu Dane Pemban Pambudi, Agung Priatama Pambudi, Andi Setyo Pambudi, Rizal Dzaky Pamungkas, Bian Dwi Pamungkas, Pamungkas Pane, Muhammad Rivaldi Pangesti, Hestyana Widya Pangestu, Rizky Adhadi Pangestu, Sabrina Sarah Panjaitan, Saur Panji Feryadi Panni, Tita Antaliana Panuntun, Esa Wahyu Pao, Chai Pardosi, Rohana Pertiwi Parida Hanum Munthe Paripurna, Danial Pariyati, Pariyati Pathur Rahman Patunduk, Krisna Wansi Paundra, Fajar Pebrian, Riangga Aditya Perani Rosyani Perdani, Meka Saima Permata, Bangkit Riska Permatasari, Tetty Perryanis, Perryanis Petrus Subardjo Philips A. Kana Pina Pitriana Pipin Rahmad Hidayah Pipit Puspitasari Poerwanto, Bobby Poetra, Candra Eka Pradita, Nanang Prahadi Nata, Aldi Pramesti, Evane Dyahayu Pramono, Gatot Eka Pramudi, Ganjar Pramudia, Candra Prapanca, Agung Prasidi, Abi Pratama Benny Herlandy Pratama, Aditya Arya Pratama, Muhammad Daffa Pratiwi, Ananda Pratiwi, Vidya Prawira, Ivan Yudhi Prayitno Prayitno Premananda, I Gusti Agung Priansa , Donni Junni Prianto Prianto, Prianto Prihandini, Yustin Ari Priliana, Lina Primasuri Anbiya, Muhammad Primawati Primawati, Primawati Priscillia, Amanda Sona Pudjiastuti, Titik Puhrani Burhan, Puhrani Puji Rahayu, Riska Pulungan, Nurhamidah Puput Effendy, Nathalia Purba, Budiman Puri, Valendra Granitha Shandika Purnama Edy Santosa Purnama, Muhammad Fadli Purnama, Refaldi Indra Purnama, Rizky Candra Purnamaningrum, Nora Dyah Ayu Purnaning, Dyah Purnawan, Lesna Purwadi Purwadi Purwoko, Harry Pusparina A, Rianda Puspawati, Puspawati Putra Afrizen, Diva Adesta Putra Dempo, Agung Anugra Putra, Ardiyansyah Putra, Ari Limay Trisno Putra, Bramanda Winiar Putra, I Ketut Gede Arta Putra, M. Raffi Putra, Yendri Putrawirawan, Ashadi Putri Amanda, Fahira Putri Azmi Millatie Putri Diana Putri Dwi Sundari Putri Hidayati Putri Kartika Sari Putri Reza, Amanda Zahra Putri Septyani, Ika Ayu Putri Zulia Jati Putri, Amelia Rosmaini Putri, Ancala Laras Putri, Dewi Marsela Putri, Diva Rahmalia Putri, Firyal Azka Putri, Mahdatul Aini Putri, Marshanda Lisa Putri, Marshendi Audi Putri, Pramestia Andini Putri, Saskia Ramdhiani Putri, Siti Choiratun Aisyah Putri, Syahla Melinda Putri, Ulfa Haldiani Putri, Wulan Purnama Putriani, Ririn Putry, Reka Anisha Reza Qindi, Ahmad Sa`bi Al Qomar, Maslia Qoyyum, Ibnu Qurniawati, Eka R N, Nur Azizah R. Rusli Ra'uf, Andhyka Raafi Syarahil Azhar Rachman, Aryadi Rachman, Rizki Satria Raden Mohamad Herdian Bhakti Raden Wirawan Raehana, Syarifa Rafi Fadia, Febryan Rafindo, Hadi Rahayu Kariadinata Rahayu, Desita Rahayu, Ira Gustira Rahayu, Riska Puji Rahma Musyawarah, Rahma Rahma Tika Rahmad Al-Rian Rahmad Fani Ramadhan Rahmadani, Nurul Reski Rahmadani, Tika Rahmadiani, Fani Rahman Raising Rahman, Andri Nur Rahman, Fuad Arif Rahmat H. S. Rahmat Hidayat Rahmat Ramdani Rahmat, Soleh Basuki rahmathdyt573@gmail.com Rahmatika Elindra Rahmatillah, Annie rahmatul Aji, Arif Rahmawati Rahmawati, Novi Eka Rahmawati, Siti Intan Rahmawati, Vivi Rahmi Rahmi Rahmi, Lidya Rahminiwati, Min Raimando, Dego Akbar Rainiyati Rainiyati Rais, Harfina Raisa, Nadia Rajab, Adirandi M Rajib, Muh. Rakhman, Arie Ramadan, Doni Rizki Ramadani, Muhammad Ramadani, Ramadani Ramadhan, Maulana Yusuf Ramadhani, A. Murya Ramadhani, Cahya Ramadhani, Dewi Puspa Ramadhani, Dinda Ramadhani, Yunisa Rambe, Riani Ramdani, Dedi Ramdani, Riska Ramdhan, Syaipul Ramli Ramli Ramli, - Ramly, Mansyur Rangga Agung Pribadi Heriawan Rani Puspita Dhaniawaty Rani, Kadek Gita Rasidi, Rasidi Rasyidah Rasyika Nurul Fadjriah Ratna Ayu Damayanti Ratnawati Raising Ratnawulan Ratnawulan . Ratriana Said Bunawardi Rayes Al Fayadh Regen Reinaldi, Eugenius Tintus Reinita Reinita Reksa Burhan Renaldi Sanjaya Rendra, M Egy Khareza Rendra, Muhammad Egi Khareza Reni Anggraini Reni Handayani Reni Nurdianti renitasari, diana Renol Afrizon Resmaindra, Muhammad Thariq Resmawan Resmawan Resmi Bestari Muin Resti Salmayenti Restika, Dea Revita Sari Revol Raiwaki Reyes, Maria Clara Reza Setiawan Rezha Wahyu Pratama Rezi, Melisa Rian, Rahmad Al Rian, Rian Riany, Meutia Riau, Dwi Putranto Ricco Andreas, Ricco Ricky Maulana Ricky Rahmat Ridho, M Ridwan Ahmad Rifka, Lia Rifqo, Muhammad Husni Rijal , Syamsul Rikky Gita Hilmawan Rima Melati Rimbun, Epriani RINA EL MAZA, RINA EL Rina Setyaningsih, Rina Rinaldi, Hasta Rini Hidayati Rini Mariana Sibarani Rini Setiawati Rini Setiawati Rini Widyastuti Rino Ardhian Nugroho Rinto Rinto Rinto Riri Jonuarti Riska Aprilina Riska Damayanti, Riska Riska, Muhammad Riski Adi Rismanto, Caesar Risnafitri, Hafizhah Ristia Ananda Risvanto, Ridho Happy Rita Afyenni Rita Sari Rivani, Elkin Riyana, Adies Riyanto, Andra Ade Riza Khusniah Rizal, Khairul Rizka Amelia Putri Rizkhi, Robi Rizki Achmad Darajatun Rizki, Gebrina Rizki, Mochamad Faizal Rizki, Mochamad Faizal Rizky Aditya Rizmawan, Dilan Rizqiati, Gina Fadhilah Rizqullah, Rifqi Mahdi Robitoh, Robitoh Rochayati, Popiy Eko Rochmat, Cecep Sobar Rofiq , A. Ainur ROHANA ROHANA rohayati rohayati Rohim Nur Rahman Rohmah, Marwah Zulqoidah Rohmana, Vivin Marwiyati Rohmat Mulyana, Rohmat Rohmawati , Binti Rohmawati, Binti Rojul, Rojul Romadani, Anggit Tiyas Fitra Ronayah, Ronayah Roni Ismoyojati Roni Pazla Rosa, Adila Juliana Rosharlianti, Zulfa Rosita, Dyan Roslan, Nur Amiratun Nazihah Rosmala Dewi Rosmiati Rosmiati, Mia Rotinsulu, Dordia Anindita Rozi, Fakhrul Rozi, Nur Erwani Rozzi Kesuma Dinata RR. Ella Evrita Hestiandari Rubiyanti Rubiyanti Rudi Hardi Rudi Mulya Rudyk Nababan Rudyk Nababan Ruhban, Andi Rukun Santoso Ruliana Runi Paga’ga’ Rusli Badaruddin Rusli Kembaren Rusli, Risan Rusman Rusman Rusman, Muh. Rifki Syasih Rusmini Rusmini Rustandi , Tata Rustianti, Nora S Siswanto S, Armita S, Suryanti Sabarudin Akhmad Sabri Alamsyah, Ilham Sabri, Rijal Sabrina Sabrina Sadipun Komber, Mervin Irian Saepul Anwar Saffana, Kuni Safika S, Safika Safira Apriyulianti Safitri, Febry Eka Safitri, Julia Safitri, Lusi Safitri, Rosiana safitri, vivi dewi Saharuddin Sahil, Muhammad Sahil Rizky Bin Sahrupi, Sahrupi Said, Achmad Lamo Saifudin, Moh. Sailal Arimi Sakti, Dhimas Ari Bhima Salbriyanti, Lulu Mumtaz Saleh Ahmar, Ansari Salleh, Mohamad Johdi Sallsabila Delaisya Permana Salma Salma Salman Parisi Salmin Salsabila, Marisa Salsabila, Marissa Samba Wirahma, Samba Samboteng, Lukman Samosir, Jessica Elisabet Sampurno Wibowo Samputri, Salma Samrotul Zanah, Shofa Samsi Efendi Samsu Samsu Samsualam, Samsualam Samudin, Mohammad Tofan Sanaba, Hardiman F. Sandi Rosandi Sandi Sandi Sandra Agustina, Nadine Santi Rahayu Santika, Sena Fadjar Santos, Luis SANTOSA, DWI Saparudin, Imam Saputra, Defrizal Saputra, Edriagus Saputra, Muhammad Ilham Saputra, Ricky Febri Saputra, Viqih Aldo Saputri, Endang Sarahnisa, Nabila Sarfina Seprianti Sari, Anisa Juliana Sari, Dita Harnika sari, endang kurnia Sari, Resti Meliana Sari, Roza Maya Sari, Surya Karmila Sariani, Dona Saridu, Siti Aisyah Sarinah Sarinah Sarmila, Sarmila Sartika, Devi sasmawardana, febbi widia Sasqia Fadhilah Atelia Satria Dewi, Wahyuni Satya, Ivan Saur Panjaitan Savira, Erika Putri Savitri, Ayu Rahma Sawalia, Nuris Sawaludin, Alghi Sawitri, Eta Sayekti Wahyuningsih Sayidah Sulma, Sayidah Sekti, Pipyn Hidroga Selvi Marcellia Sembiring, Okta Viania Sembiring, Ruwina Puspita Semuel, Semuel Senan, Norhalina Septiana, Tasya Septiarini, Anita Dwi Septiawan, Armauliza Septiwulandari, Dini Setiadji, Bayu Rizqi Setiawan, Adek Setiawan, Muhammad Ariana Shafra Shafra Shalihah, Ulfa Roihanahtus Shamir Hashim Syarif Shinta Permana Putri Shobih Shobih Shofa, Mohamad Jihan Shofia Nurun Alanur S Sholihin Muttaqin Sholikhah, Afifatus Siahaan, Meilan Siallagan, Geovani Sianipar, Azhari SIBAWAIH, YUSRAN Sigalingging, Al Anshori Akbar Sihombing, Rizky Agassy Silahuddin Silahuddin Silvianetri, Silvianetri Silviyanti, Ita Herlita Simanjuntak, Andrean Hosea Sinaga, Candra Herianto Sinaga, Mikhael Fernand Sinarti, Sinarti Singgih Wibowo Santoso Sinta Siradjuddin Sirait, M. Kahdafi Siregar, Afllahun Fadhly Siregar, Eva Yanti Siregar, Hifzul Anwar Siregar, Mhd. Fuad Zaini Siregar, Multhahada Ramadhani Sirumapea, Agustinus Siska Indriarsih Sismar, Andi Sismawati Sismawati Sitania, Farida Djumiati Siti Aisyah Siti Fatimah Siti Hasmawati Siti Khomsiati Siti Khomsiyati Siti Marlina, Siti Siti Masitoh Siti Rohana Hariana Intiana Siti Roudhotul Jannah, Siti Roudhotul Siti Salamah siti wulandari Siti Wuryan sitikhomsiyati Sitti Marhumi Sitti Masyitah Meliyana R. Sitti Nikmah Marzuki, Sitti Nikmah Sitti Nurbaya Siyam, Fera Favirotus Slamet Slamet Slamet Soebagiyo Sobirin, Ruhiyat Socrates, Tegar Putra Sodikin Sodikin Soegianto, Soegianto Soenoto, Danudiraja Sofaturrohman, Fuad Sofia Retnowati Sofyan Hadi Sohnui, Suhailee Solehudin, Arrizal Wildan Solimin, Solimin Soni Sadono Sopaheluwakan, Ardhasena Sopi Ade Fariza Sopiyan, Wawan SOUFYAN, DARA ANGREKA Sri Darwati SRI FATMAWATI Sri Handani Sri Lestari Sri Mulatsih Sri Mulyadi Sri Mulyani SRI RAHAYU Sri Rejeki Sri Suharyati Sri Suyanta Sri Tutie Rahayu Sri Zuliarni St. Nurhayati Jabir Subagja, Asep Zamzam Subandi Subandi Subardi Subardi Subhanjaya Angga Atmaja Subhiani, Azzahra Zettira Suci, Rony Maka Sucitra, Laras Sukma Sudarmin Sudarto Usuli Sudiana, Ian Suganda, Rama Sugeng Riadi Sugeng, Santoso Sugianto Sugianto Suhartono Suharyanto Suhendri Suhendri Suhermi Sukmananti, Irmalia Nur Sukmawati Sukmawati Sulaimah Saleh, Ummu Sulastri, Eva Sulistia Ningsih, Sulistia Sulistianto, Gigih Sulistyo, Bagas Sumarni Sumarni Sumper Mulia Harahap, Sumper Mulia Sunanto, Eko Suparno Suprano Suprapta Suprapta, Suprapta Suprapto, Muhammad Luthfie Ramadhani Supratikno, Supratikno Supriadi, Nadia Nur Rozbiah Supriani, Nisa Supriyadi Supriyadi Supriyadi, Adimas Prasetyo Supryady, Supryady Suryahadi (Suryahadi) Suryani, Ai Suryani, Elsa Susanti, Atika Susanti, Pipit Aprilia Susilawati, Susilawati Susim, Rosalita Sutanto, Benny Sutarno Sutarno Sutisna, Muhamad Sutiyana, Agus Sutomo Sutomo Sutrisno Hadi, Sutrisno Sutrisno, Sutrisno Suwardi Annas Suwarni Suwarni Suyani, Erni Suyanu Suyanu Suyono Thamrin Sya'roni Sya'roni Syafiq, Ichsan Rayhan Syafirah , Aulia Syafri Naldi Syafri, Syafri Syafria, Hardi Syafrina, Mia Syahadatun, Iknacia Syahfitra, Fakhri Syahid, Akhmad Syahputra , Ilham Syahputra, Aryandi Yogi Arbi Syahputri, Devia Okta Syahrel Syahrel Syahril Nedi Syahruddin, Muhammad Syahtaria, Muhammad Ikhwan Syahwira, Erwin Syaiful Syaiful . Syaiful Azmi Syakira, Intan Aurel Syalsabilla, Maritza Syamsualam, Nurjaya Syamsuddin Mas’ud Syamsuddin Syamsuddin Syamsuddin, Muhammad Rifqi Syamsul Amar B Syamsul Bahri Syarifudin Syarifudin Syauqi, Adib Syuhadak, Syuhadak Syuriyani, Mira Syutri, Halimah T. Nadifa Septiani T. Romi Marnelly T. Toharmat T. Toharmat Tachta Hinggo S, Hichmaed Tamam, Khoirit Tambayong, Chandra Tania June Tanjung, Intan Sari Tanjung, Nahdila Sapitri Tarigan, Adi Raymond Tarigan, Gebyta Tarigan, Setia Putra Tatali, Adinda Nabila Taufan, Mochammad Taufik Hidayat Taufik, Isvan Taufiq Muhaziz Taufiqurrahman Taufiqurrahman Tedy Setiawan Teguh Febriyana Teguh Pambudi Telaumbanua, Forensia Telaumbanua, Martin Luther Tengku Riza Zarzani N Thaib, Zamakhsyari Bin Hasballah Theda Renanita Thenu, Agners Rosario Thoat Stiawan Thohir, Mohamad Tia Lestari, Tia Tiana, Helpi tiara dewi Tiara Sapta Audia Tidi Dhalika Tifany, Hellen Tina Kartini Tio Andrian Tiswarni Tiswarni Tiswarni Tiswarni Titiek Sunartatie Titik Misriati Toto Dwihandoko Tri Brata, Joko Tri Haryotedjo Tri Mastoyo Jati Kesuma tri wahyuni Triana Devi, Amarilia Rizya Trisya Septiana Triwahyuni, Intan Triyono, Gandung Try Susanti Tunajijah, Ulfah Turnades, Yogo Tuti Ramadhani Tutik Agustini Tutiyana Tutiyana Tutiyana, Tutiyana Tyas, Deahayu Ning Uceng, Andi Udin Suadma Ujang Hidayat Tanuwiria Ujang Hidayat, Ujang Ukhuwah, Ismi Ulandari, Rafika Ulandari, Sari Ulandari, Ulandari Ulfa Jhora, Fadhila Ulfa Laela R Ulfiyati, Nur Shofa Uliyah, Taqwatul Ulul, Bahrul Ulya, Ade Umar, Nurhalisa Umi Aisyah, Umi Umi Fatonah Umi Kalsum, Nyimas Ummu Salamah Umul Habiyah, Umul Urip Rosani ushalli, eskarni Usman Usman Uswatul Chasanah, Uswatul Uswatun Hasanah Utami, Bella Veliana Utamy, Hebby Rahmatul Utomo, Widya Tri Vahada, Adinda Dara Valdi Rizki Yandri Valerry Vebby, Vebby Vemas Praditya Pangestu Veranita, Mira Veriska, Vina Veronica, Vevi Vialin, Antero Jona Viery Annisa Gusman Vitrini, Nora Vivianti W. A. N, Ayi Krisnha Wa Ode Likewati WAHIDA, Nurul Wahidin Ashari, Nur Wahidin Wahidin Wahono Widodo Wahyu Hati, Shinta Wahyu Satrio, Wahyu Wahyuda, Wahyuda Wahyudi, Rofiul Wahyuni Satria Dewi Wahyuni, Novi Sri Wahyuni, Rizka Ayu Wahyuni, Siti Dwi Wahyuniarto Aziz, Muhamad Wahyuningtyas, Aulia WaiShiang, Cheah Wakhinuddin Walihah, Zahratul Waluya, Waluya Wanti, Linda Perdana Wardani, Tatiana Siska Wardi, Miftahussa’adah Washilah, Washilah Was’an, Guruh Herman Wati, Delvia Watin, Wisnu Wawan Setyawan Wazyifa Zahra Wenni Meika Lestari Weny Herlina Wianti, Nur Isiyana Wibisanan, Elang Wibisono, Sigit Arso Wibowo, Setyo F. Widad, Najwa Widia Astuti Widianingsih, Sri widiartin , Tjatursari Wido Hanggoro Widodo, Rochmat Widya Pangesti, Hestyana Widya Rahmawati WIDYASTUTI Widyawati Widyawati Widyawati, Evi Wijaya, Andre Wildana Wargadinata WINARTI WINARTI Winarti, Yuliani Windi Widianti Wiranti Wiranti, Wiranti Wirawan, Adhitomo Wirawan, Devitha Octaviana Wirianty, Aulia Putri Wirman, Wirman Wirnayanti, Wirnayanti Wiryanti, Wiwin Wisnu, Wisnu Setyawan Wiwin Wiwin, Wiwin Wulandari, Diana Wulandary, Alyn XingZi, Chong Yahadiana, Fahdina Yakut, Waode Ryanti Yan Yan Nurjani Yana Puspita Sari Yansen, Dedi Yanti , Rina Trisna Yanti, Gusri Yanti, Siti Nurariza Yanti, Yusri Irma Yanza, Yulianri Rizki Yasin, Hanifa Ybafih Tanjung, Lara Yelfianhar, Ichwan Yeni Agustin Yeni Karneli Yeni Oktaviani, Yeni Yeni Rahmawati, Yeni Yenni Darvina Yeti Lis Purnamadewi Yeyen Amaliah Lestari Yoel Anis Yoga, Trio Candra Yohana Pasaribu Yolanda Yolanda Yolanda, Yolanda Yonny Koesmaryono Yoseph Tajul Arifin Yuanita Yuda Samudra Yudi, Wanda Yuhefizar Yuhefizar Yuherlis, Neni Yulia Annisa Yuliana, Citra Yuliana, Silvia Yuliana, Yuli Yulianti Yulianti Yulianti, Arwinda Febri Yulianto, Dodik Eko Yuliarman Saragih Yuliarni Yuliarni YULIASARI, FITRI Yulientinah, Dewi Selviani Yulinda Yulinda Yulinda Yulindon Yundari, Yundari Yuniar, Ashey Yunita Dwi Pristiani Yunita Sari Nasution Yunita, Andi Yunus, Inayah Ilmiah Yunus, Sitti Rahma Yupianti, Yupianti Yusnia Budiarti Yusran Sibawaih Yusran Yusran Yusri Yusri, Diah Laili Yusril Yusril Yusron Difinubun Yusuf Hidayat Yusuf Mahlil Yusuf Ramadana Yusuf, Dwiky Yusuf, Dwiky Andryawan Yusuf, Rezky Aulia Yusup, Dani Mulyadi Yuyun Yunarti Zahira, Nadia Zahra Zahra Zahra, Hayatun Nufus Zahratunnisa, Fatimah Zahraya, Loeti Siti Zahro Nafiza, Azka Zaid Sirajuddin Zailan, Zulaikha N.I. Zainal Ilmi Zainuddin, Nurul Hila Zakhrah, Siti Zakiyah Mar'ah Zakiyyatunnisa, Yuchana Zalukhu , Yuterlin Zamakhsyari Zamakhsyari Zamakhsyari, Zamakhsyari Zamakhsyari, Zamakhsyari Zamhariri Zamhariri, Zamhariri Zamzam F, Koyimatul Zavitra, Mei Nanda Zebua, Adiliani Zebua, Jultriani Zidan Maulana Ibrahim Zidane Al Fariz, Muhammad Zuhairi, Muhammad Zul Faslan Zulaiqah, Nur Alya Zulfi, Muhammad Zulham, Toni Zulia Jati, Putri Zulkarnain Zulkarnain Zulmaizar, Muh. Muzani ZURAIDAH ZURAIDAH

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Journal : JOIV : International Journal on Informatics Visualization